Data Mesh: Delivering Data-Driven Value at Scale (Paperback)

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Data Mesh: Delivering Data-Driven Value at Scale (Paperback)

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內容描述

Many enterprises are investing in a next-generation data lake, hoping to democratize data at scale to provide business insights and ultimately make automated intelligent decisions. In this practical book, author Zhamak Dehghani reveals that, despite the time, money, and effort poured into them, data warehouses and data lakes fail when applied at the scale and speed of today's organizations. A distributed data mesh is a better choice.
Dehghani guides architects, technical leaders, and decision makers on their journey from monolithic big data architecture to a sociotechnical paradigm that draws from modern distributed architecture. A data mesh considers domains as a first-class concern, applies platform thinking to create self-serve data infrastructure, treats data as a product, and introduces a federated and computational model of data governance. This book shows you why and how.

Examine the current data landscape from the perspective of business and organizational needs, environmental challenges, and existing architectures
Analyze the landscape's underlying characteristics and failure modes
Get a complete introduction to data mesh principles and its constituents
Learn how to design a data mesh architecture
Move beyond a monolithic data lake to a distributed data mesh

作者介紹

Zhamak Dehghani is a director of technology at ThoughtWorks, focusing on distributed systems architecture --- big data and operational systems -- in the enterprise. She's a member of the company's Technology Advisory Board and contributes to the creation of ThoughtWorks's Technology Radar. She is an advocate for decentralization of all things - architecture, data and ultimately power. She is the founder of data mesh.